{"id":9360,"date":"2025-12-26T07:02:23","date_gmt":"2025-12-26T07:02:23","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/12\/26\/why-map-and-mrr-fail-for-search-ranking-and-what-to-use-instead\/"},"modified":"2025-12-26T07:02:23","modified_gmt":"2025-12-26T07:02:23","slug":"why-map-and-mrr-fail-for-search-ranking-and-what-to-use-instead","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/12\/26\/why-map-and-mrr-fail-for-search-ranking-and-what-to-use-instead\/","title":{"rendered":"Why MAP and MRR Fail for Search Ranking (and What to Use Instead)"},"content":{"rendered":"<p>    Why MAP and MRR Fail for Search Ranking (and What to Use Instead)<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>MAP and MRR look intuitive, but they quietly break ranking evaluation. Here\u2019s why these metrics mislead\u2014and how better alternatives fix it. <\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/why-map-and-mrr-fail-for-search-ranking-and-what-to-use-instead\/\">Why MAP and MRR Fail for Search Ranking (and What to Use Instead)<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Shubham Gandhi<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/why-map-and-mrr-fail-for-search-ranking-and-what-to-use-instead\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Why MAP and MRR Fail for Search Ranking (and What to Use Instead) MAP and MRR look intuitive, but they quietly break ranking evaluation. Here\u2019s why these metrics mislead\u2014and how better alternatives fix it. The post Why MAP and MRR Fail for Search Ranking (and What to Use Instead) appeared first on Towards Data Science. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,83,240,2875,537,435,4503],"tags":[2037,4504,314],"class_list":["post-9360","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-data-science","category-editors-pick","category-evaluation-metrics","category-recommendation-system","category-recommender-systems","category-search-ranking","tag-map","tag-mrr","tag-why"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9360"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=9360"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9360\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=9360"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=9360"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=9360"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}